Robust deep residual denoising for Monte Carlo rendering

SIGGRAPH Asia Technical Briefs, pp. 14:1-14:4, 2018.

Cited by: 1|Views5


We propose a Deep Residual Learning based method that consistently outperforms both the state-of-the-art handcrafted denoisers and learning-based methods for single-image Monte Carlo denoising. Unlike the indirect nature of existing learning-based methods which estimate the parameters and kernel weights of a filter, we map directly th...More



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